Brain Networks and Learning

I am research director in cognitive computational neuroscience at CNRS and I coordinate the BraiNets team of the Institut de Neurosciences de la Timone at Aix-Marseille University.

Research Interests

I investigate the neural and computational bases of goal-directed causal learning and adaptive behaviors. I use the following approaches:

  • Computational models of human learning and active inference
  • Information theory for brain interactions analysis
  • Multiscale neurophysiology and brain imaging (MUA, LFP, SEEG, MEG and fMRI)

Publications and Presentations

Publications and citation record are on Scholar. See some presentations on my YouTube channel.

Group Members

  • Vinicius Lima-Cordeiro (postdoc)
  • Pedro Garcia (postdoc)
  • Leonardo di Gaetano (postdoc with Alain Barrat, CPT/AMU)
  • Matteo Neri (PhD student)
  • Marta Morandini (PhD student with Matthieu Gilson, INT/AMU)
  • Yorgos Bardanikas (PhD student with Thomas Brochier, INT/AMU)
  • Nicole Kolodziej (PhD student with Lorenzo Fontolan, INMED/AMU)

Software

We develop and share software for brain data analysis and modelling on the BraiNets Github.

Alumni